Core AI

RAG & Vector Search

Retrieval-augmented generation, vector databases, embeddings and semantic search

4,903
lessons
Skills in this topic
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RAG Basics
beginner
Chunk documents with LangChain or LlamaIndex
Vector Stores
intermediate
Set up Pinecone, Weaviate, or pgvector
RAG Evaluation
intermediate
Run RAGAS evaluation on a RAG pipeline
Advanced RAG
advanced
Build a hybrid BM25 + dense retrieval pipeline
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14. Learning Games
RAG & Vector Search
14. Learning Games
MIT OpenCourseWare Beginner 9mo ago
12. Interest-Driven Learning
RAG & Vector Search ⚡ AI Lesson
12. Interest-Driven Learning
MIT OpenCourseWare Beginner 9mo ago
How to find the best Google Ads keywords
RAG & Vector Search
How to find the best Google Ads keywords
Learn With Shopify Beginner 9mo ago
How the Mormon Church Made $293 Billion
RAG & Vector Search
How the Mormon Church Made $293 Billion
Johnny Harris Beginner 9mo ago
🔥Hottest Tech Job in 2026 | #shorts #simplilearn
RAG & Vector Search
🔥Hottest Tech Job in 2026 | #shorts #simplilearn
Simplilearn Beginner 9mo ago
Special Episode; Digging into Generative AI with AWS's Eduardo Ordax
RAG & Vector Search
Special Episode; Digging into Generative AI with AWS's Eduardo Ordax
Matillion Beginner 9mo ago
Apple iPhone 17 Prices Start at $799
RAG & Vector Search ⚡ AI Lesson
Apple iPhone 17 Prices Start at $799
Bloomberg Technology Beginner 9mo ago
3-Build RAG Pipeline From Scratch-Building Advanced Retreival Query Pipline-Part 2
RAG & Vector Search
3-Build RAG Pipeline From Scratch-Building Advanced Retreival Query Pipline-Part 2
Krish Naik Beginner 9mo ago
No Priors Ep. 130 | With OpenEvidence Founder Daniel Nadler
RAG & Vector Search
No Priors Ep. 130 | With OpenEvidence Founder Daniel Nadler
No Priors: AI, Machine Learning, Tech, & Startups Beginner 9mo ago
EmbeddingGemma - Micro Embeddings for Mobile Devices
RAG & Vector Search ⚡ AI Lesson
EmbeddingGemma - Micro Embeddings for Mobile Devices
Sam Witteveen Beginner 10mo ago
Introducing EmbeddingGemma: The Best-in-Class Open Model for On-Device Embeddings
RAG & Vector Search
Introducing EmbeddingGemma: The Best-in-Class Open Model for On-Device Embeddings
Google for Developers Beginner 10mo ago
🔥AWS Developer Salary in 2026 #shorts #simplilearn
RAG & Vector Search
🔥AWS Developer Salary in 2026 #shorts #simplilearn
Simplilearn Beginner 10mo ago
Dun & Bradstreet is building for the next 180 years with AI
RAG & Vector Search
Dun & Bradstreet is building for the next 180 years with AI
Google Cloud Beginner 10mo ago
Vector Embeddings: NEW Geometric Limit Discovered
RAG & Vector Search
Vector Embeddings: NEW Geometric Limit Discovered
Discover AI Beginner 10mo ago
2-Build RAG Pipeline From Scratch-Data Ingestion to Vector DB Pipeline-Part 1
RAG & Vector Search
2-Build RAG Pipeline From Scratch-Data Ingestion to Vector DB Pipeline-Part 1
Krish Naik Beginner 10mo ago
Chunking for beginners: 3 simple techniques in RAG systems
RAG & Vector Search
Chunking for beginners: 3 simple techniques in RAG systems
Weaviate vector database Beginner 10mo ago
Multi Channel Marketing: Definition, Benefits & Real Brand Examples
RAG & Vector Search ⚡ AI Lesson
Multi Channel Marketing: Definition, Benefits & Real Brand Examples
Popupsmart Beginner 10mo ago
Agentic RAG: An End-to-End Open Source Framework
RAG & Vector Search
Agentic RAG: An End-to-End Open Source Framework
Weaviate vector database Beginner 10mo ago
Long Live Context Engineering - with Jeff Huber of Chroma
RAG & Vector Search
Long Live Context Engineering - with Jeff Huber of Chroma
Latent Space Beginner 10mo ago
Embeddings in AI Explained in 60 Seconds!
RAG & Vector Search
Embeddings in AI Explained in 60 Seconds!
Analytics Vidhya Beginner 10mo ago
RAG Explained For Beginners
10:09
RAG & Vector Search ⚡ AI Lesson
RAG Explained For Beginners
KodeKloud Beginner 10mo ago
STOP Blanding In! How to Create a PERSONAL BRAND That Stands Out (Forward Pt. 1)
RAG & Vector Search ⚡ AI Lesson
STOP Blanding In! How to Create a PERSONAL BRAND That Stands Out (Forward Pt. 1)
The Futur Beginner 10mo ago
Boost Your Python Tests: Master coverage.py
RAG & Vector Search
Boost Your Python Tests: Master coverage.py
Real Python Beginner 10mo ago
How to look at your data — Jeff Huber (Chroma) + Jason Liu (567)
RAG & Vector Search
How to look at your data — Jeff Huber (Chroma) + Jason Liu (567)
AI Engineer Beginner 10mo ago
Bad Intentions vs. Good Friends 🐘🐻 + More | VeeFriends 🐈‍⬛ | Cartoon Video Compilation
RAG & Vector Search
Bad Intentions vs. Good Friends 🐘🐻 + More | VeeFriends 🐈‍⬛ | Cartoon Video Compilation
VeeFriends Cartoons Beginner 11mo ago
How to Built a NO-CODE AI Chatbot with RAG & LangChain in Minutes | ft.@AI_with_Thiru
RAG & Vector Search
How to Built a NO-CODE AI Chatbot with RAG & LangChain in Minutes | ft.@AI_with_Thiru
Arivi by HCL GUVI Beginner 11mo ago
Why You Don’t Trust Tap Water
RAG & Vector Search
Why You Don’t Trust Tap Water
Johnny Harris Beginner 11mo ago
RAG System Tutorial: Make Your AI 100% Accurate (Step-by-Step Guide) | Code Infinity
RAG & Vector Search
RAG System Tutorial: Make Your AI 100% Accurate (Step-by-Step Guide) | Code Infinity
CODE INFINITY Beginner 11mo ago
How HUMAN is Using AI to Transform Post-Sale Growth
RAG & Vector Search
How HUMAN is Using AI to Transform Post-Sale Growth
Winning by Design Beginner 11mo ago
Easy Embeddings CLI on The Terminal
RAG & Vector Search ⚡ AI Lesson
Easy Embeddings CLI on The Terminal
Automata Learning Lab Beginner 11mo ago
Pixel Pirate #DevToolTips
RAG & Vector Search ⚡ AI Lesson
Pixel Pirate #DevToolTips
Chrome for Developers Beginner 11mo ago
How to become a Python developer FAST
RAG & Vector Search ⚡ AI Lesson
How to become a Python developer FAST
Tech With Tim Beginner 11mo ago
Why America Loves This Gas Station
RAG & Vector Search
Why America Loves This Gas Station
The Hustle Beginner 11mo ago
PLEASE Stop Making These Python Coding Mistakes
RAG & Vector Search ⚡ AI Lesson
PLEASE Stop Making These Python Coding Mistakes
Tech With Tim Beginner 11mo ago
Embeddings: The Mathematics of Meaning | 30 Days of AI - Day 23
RAG & Vector Search
Embeddings: The Mathematics of Meaning | 30 Days of AI - Day 23
Muntazir Abidi Beginner 11mo ago
What is an AI Transformation Partner? (and how to become one)
RAG & Vector Search ⚡ AI Lesson
What is an AI Transformation Partner? (and how to become one)
Liam Ottley Beginner 11mo ago
The Struggle to Express Feelings and the Impact of Unspoken Emotions | VeeFriends 🐈‍⬛ Full Episodes
RAG & Vector Search
The Struggle to Express Feelings and the Impact of Unspoken Emotions | VeeFriends 🐈‍⬛ Full Episodes
VeeFriends Cartoons Beginner 11mo ago
Advanced RAG Overview — Thawing Your Frozen RAG Pipeline
RAG & Vector Search ⚡ AI Lesson
Advanced RAG Overview — Thawing Your Frozen RAG Pipeline
Databricks Beginner 11mo ago
Evaluation-Driven Development Workflows: Best Practices and Real-World Scenarios
RAG & Vector Search ⚡ AI Lesson
Evaluation-Driven Development Workflows: Best Practices and Real-World Scenarios
Databricks Beginner 11mo ago
Lecture 20: What is Intellectual Property?
RAG & Vector Search ⚡ AI Lesson
Lecture 20: What is Intellectual Property?
MIT OpenCourseWare Beginner 9mo ago
Lecture 8: Strategy, Skill, and Chance, Part 1
RAG & Vector Search
Lecture 8: Strategy, Skill, and Chance, Part 1
MIT OpenCourseWare Beginner 9mo ago
🔥UI/UX Developer Salary in 2026 #shorts #simplilearn
RAG & Vector Search
🔥UI/UX Developer Salary in 2026 #shorts #simplilearn
Simplilearn Beginner 10mo ago
🔥Data Engineer Salary in 2026 #shorts #simplilearn
RAG & Vector Search
🔥Data Engineer Salary in 2026 #shorts #simplilearn
Simplilearn Beginner 10mo ago
🔥Data Engineer Salary in 2026 #shorts #simplilearn
RAG & Vector Search
🔥Data Engineer Salary in 2026 #shorts #simplilearn
Simplilearn Beginner 11mo ago
Lecture 4: State Machines
RAG & Vector Search
Lecture 4: State Machines
MIT OpenCourseWare Beginner 11mo ago
Lecture 15: Relations and Counting
RAG & Vector Search ⚡ AI Lesson
Lecture 15: Relations and Counting
MIT OpenCourseWare Beginner 11mo ago
Lecture 19: Conditional Probability
RAG & Vector Search
Lecture 19: Conditional Probability
MIT OpenCourseWare Beginner 11mo ago
🔥Junior vs Senior Java Developer #shorts #simplilearn
RAG & Vector Search
🔥Junior vs Senior Java Developer #shorts #simplilearn
Simplilearn Beginner 11mo ago
📚 Continue on Coursera External links · Free to audit
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Unlock Multimodal Search
📚 External: Coursera ↗
Self-paced
Unlock Multimodal Search
Opens on Coursera ↗
Advanced RAG with Vector Databases and Retrievers
📚 External: Coursera ↗
Self-paced
Advanced RAG with Vector Databases and Retrievers
Opens on Coursera ↗
Query Weaviate Smartly
📚 External: Coursera ↗
Self-paced
Query Weaviate Smartly
Opens on Coursera ↗
RAG Systems in Practice
📚 External: Coursera ↗
Self-paced
RAG Systems in Practice
Opens on Coursera ↗
Vector Databases: from Embeddings to Applications
📚 External: Coursera ↗
Self-paced
Vector Databases: from Embeddings to Applications
Opens on Coursera ↗
Employment Law: The Gig Economy
📚 External: Coursera ↗
Self-paced
Employment Law: The Gig Economy
Opens on Coursera ↗